Maria Vakalopoulou

Laboratoire

Mathématiques et Informatique pour la Complexité et les Systèmes

Publications (82)

Article dans une revue 04/09/2025

Patritumab deruxtecan in HR+HER2− advanced breast cancer: a phase 2 trial

Barbara Pistilli , Fernanda Mosele , Noemie Corcos , Livia Pierotti , Yoann Pradat , Loïc Le Bescond , Magali Lacroix-Triki , Ghada Nachabeh , Alexia Alfaro , Cyril Catelain , Bastien Job , Fathia Mami-Chouaib , Severine Badel , Françoise Farace , Marianne Oulhen , Patricia Kannouche , Diep T N Tran , Nathalie Droin , Cécile Vicier , Jean Sebastien Frenel , Hugues Talbot , Maria Vakalopoulou , Stergios Christodoulidis

Article dans une revue 17/06/2025

Multimodal CustOmics: A unified and interpretable multi-task deep learning framework for multimodal integrative data analysis in oncology

Hakim Benkirane , Maria Vakalopoulou , David Planchard , Julien Adam , Ken Olaussen , Stefan Michiels , Paul-Henry Cournede , Maria Vakalopoulou , Paul-Henry Cournede

Article dans une revue 01/05/2025

Renal Transplant Survival Prediction From Unsupervised Deep Learning-Based Radiomics on Early Dynamic Contrast-Enhanced MRI

Leo Milecki , Sylvain Bodard , Vicky Kalogeiton , Florence Poinard , Anne-Marie Tissier , Idris Boudhabhay , Jean-Michel Correas , Dany Anglicheau , Maria Vakalopoulou , Marc-Olivier Timsit , Maria Vakalopoulou

Communication dans un congrès 10/12/2024

You Don't Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning

Théo Moutakanni , Maxime Oquab , Marc Szafraniec , Maria Vakalopoulou , Piotr Bojanowski , Maria Vakalopoulou

Communication dans un congrès 03/07/2024

ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities

Julie Mordacq , Leo Milecki , Maria Vakalopoulou , Steve Oudot , Vicky Kalogeiton , Maria Vakalopoulou

Communication dans un congrès 02/07/2024

Counterfactual Analysis for Digital Histopathology Slides Using Human Interpretable Features

Hakim Benkirane , Maria Vakalopoulou , Stefan Michiels , Paul-Henry Cournede , William Lotter , Maria Vakalopoulou , Paul-Henry Cournede

Communication dans un congrès 17/06/2024

SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology

Saarthak Kapse , Pushpak Pati , Srijan Das , Jingwei Zhang , Chao Chen , Maria Vakalopoulou , Joel Saltz , Dimitris Samaras , Rajarsi R. Gupta , Prateek Prasanna , Maria Vakalopoulou

Communication dans un congrès 17/06/2024

Multimodal Learning for Detecting Stress under Missing Modalities

Julie Mordacq , Leo Milecki , Maria Vakalopoulou , Steve Oudot , Vicky Kalogeiton , Maria Vakalopoulou

27/02/2024

GHOST: Graph-based Higher-Order Similarity Transformation for Classification

Enzo Battistella , Maria Vakalopoulou , Nikos Paragios , Eric Deutsch , Maria Vakalopoulou

Article dans une revue 01/01/2024

Prognostic value of automated assessment of interstitial lung disease on CT in systemic sclerosis

Aëlle Le Gall , Trieu-Nghi Hoang-Thi , Raphaël Porcher , Bertrand Dunogué , Alice Berezne , Loïc Guillevin , Véronique Le Guern , Pascal Cohen , Benjamin Chaigne , Jonathan London , Matthieu Groh , Romain Paule , Guillaume Chassagnon , Maria Vakalopoulou , Anh-Tuan Dinh-Xuan , Marie Pierre Revel , Luc Mouthon , Alexis Regent , Maria Vakalopoulou